1. Started working on the data set, when I realized the dataset was a subset of the data, so the solution was that the dataset got corrected by the company.
2. Found the company's correct KPI by analyzing the data. One of the company’s KPIs was a year over year, but in the dataset there are only 20 months, instead of using year over year calculation, used month over month calculation.